{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d5f4fe18",
   "metadata": {},
   "source": [
    "* 备注\n",
    "> 1. 城市，关键词，工作经验\n",
    "> 2.城市：'全国'，'北京','上海','天津','重庆','广州','深圳','苏州','南京','杭州','大连','成都','武汉','西安'\n",
    "> 3.关键词：不限\n",
    "> 4.工作经验：'应届生','实习生','1年以内','1-3年','3-5年','5-10年','10年以上'\n",
    "> 5.公司规模：'1-49人','50-99人','100-499人','500-999人','1000-2000人','2000-5000人','5000-10000人','10000人以上'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1cdfb489",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "这是第1页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第2页，接下来将先等待3秒...然后以继续抓取\n",
      "这是第3页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第4页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第5页，接下来将先等待9秒...然后以继续抓取\n",
      "这是第6页，接下来将先等待4秒...然后以继续抓取\n",
      "这是第7页，接下来将先等待8秒...然后以继续抓取\n",
      "这是第8页，接下来将先等待9秒...然后以继续抓取\n",
      "这是第9页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第10页，接下来将先等待8秒...然后以继续抓取\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataParams</th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>job.jobId</th>\n",
       "      <th>job.refreshTime</th>\n",
       "      <th>job.jobKind</th>\n",
       "      <th>job.dq</th>\n",
       "      <th>job.topJob</th>\n",
       "      <th>job.title</th>\n",
       "      <th>job.salary</th>\n",
       "      <th>...</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>{\"jobId\":\"61639879\",\"userId\":\"5d592a5183ccc4ad...</td>\n",
       "      <td>%7B%22jobId%22%3A%2261639879%22%2C%22pageSize%...</td>\n",
       "      <td>[工具产品, 产品规划]</td>\n",
       "      <td>61639879</td>\n",
       "      <td>20231020144658</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-通州区</td>\n",
       "      <td>True</td>\n",
       "      <td>产品助理</td>\n",
       "      <td>10-15k</td>\n",
       "      <td>...</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>False</td>\n",
       "      <td>610bd36d0e53225d69e1ed1b03u.png</td>\n",
       "      <td>京微齐力(北京)科技股份有限公司</td>\n",
       "      <td>12812029</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>C轮</td>\n",
       "      <td>610cd2ef90cd3a5facf5f34607u.png</td>\n",
       "      <td>https://www.liepin.com/company/12812029/</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>{\"jobId\":\"61427111\",\"userId\":\"7275dba472dc8014...</td>\n",
       "      <td>%7B%22jobId%22%3A%2261427111%22%2C%22pageSize%...</td>\n",
       "      <td>[]</td>\n",
       "      <td>61427111</td>\n",
       "      <td>20230906164826</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>False</td>\n",
       "      <td>产品经理（API）</td>\n",
       "      <td>25-35k</td>\n",
       "      <td>...</td>\n",
       "      <td></td>\n",
       "      <td>False</td>\n",
       "      <td>61d7f0a3c3f5b4644a4e41a705u.png</td>\n",
       "      <td>达科信息科技(北京)</td>\n",
       "      <td>3456765</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5da18bc80c1585184592366803u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/3456765/</td>\n",
       "      <td>IT服务</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>{\"jobId\":\"50264081\",\"userId\":\"cb8bc69c2bf4ac9d...</td>\n",
       "      <td>%7B%22jobId%22%3A%2250264081%22%2C%22pageSize%...</td>\n",
       "      <td>[web端产品]</td>\n",
       "      <td>50264081</td>\n",
       "      <td>20221116171205</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>False</td>\n",
       "      <td>Product Manager</td>\n",
       "      <td>25-50k·13薪</td>\n",
       "      <td>...</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>北京通证思维科技有限公司</td>\n",
       "      <td>13233893</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>天使轮</td>\n",
       "      <td>61a160cf1bd4fb704eb2167304u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/13233893/</td>\n",
       "      <td>区块链</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>{\"jobId\":\"56743621\",\"userId\":\"5266aedc9c9d5538...</td>\n",
       "      <td>%7B%22jobId%22%3A%2256743621%22%2C%22pageSize%...</td>\n",
       "      <td>[]</td>\n",
       "      <td>56743621</td>\n",
       "      <td>20231025111639</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>False</td>\n",
       "      <td>Sr. Product Manager</td>\n",
       "      <td>28-45k</td>\n",
       "      <td>...</td>\n",
       "      <td>HR中级专员/主管</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>拜耳医药保健</td>\n",
       "      <td>8641560</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5967220270327b30a4d2648206a.jpg</td>\n",
       "      <td>https://www.liepin.com/company/8641560/</td>\n",
       "      <td>制药</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>{\"jobId\":\"55239349\",\"userId\":\"efd682ffb2d75c5f...</td>\n",
       "      <td>%7B%22jobId%22%3A%2255239349%22%2C%22pageSize%...</td>\n",
       "      <td>[]</td>\n",
       "      <td>55239349</td>\n",
       "      <td>20230206103453</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>False</td>\n",
       "      <td>Virtual Assistant Product Concept – Avatar 语音系...</td>\n",
       "      <td>薪资面议</td>\n",
       "      <td>...</td>\n",
       "      <td>HR Recruiting and Marketing</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>梅赛德斯-奔驰</td>\n",
       "      <td>8494044</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>NaN</td>\n",
       "      <td>643fbaa143179d0688cc8dc104u.png</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>整车制造</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>{\"jobId\":\"21425481\",\"recruiterName\":\"乔女士\",\"imI...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...</td>\n",
       "      <td>[MVC, 框架开发, 框架设计, 前端开发, 架构设计, .NET]</td>\n",
       "      <td>21425481</td>\n",
       "      <td>20191106172903</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>False</td>\n",
       "      <td>软件工程师</td>\n",
       "      <td>8-12k</td>\n",
       "      <td>...</td>\n",
       "      <td>HR</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>北京瑞得星辰科技发展有限公司</td>\n",
       "      <td>10113971</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/10113971/</td>\n",
       "      <td>计算机软件</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>{\"jobId\":\"52543035\",\"recruiterName\":\"王女士\",\"imI...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...</td>\n",
       "      <td>[]</td>\n",
       "      <td>52543035</td>\n",
       "      <td>20220913162439</td>\n",
       "      <td>2</td>\n",
       "      <td>北京</td>\n",
       "      <td>False</td>\n",
       "      <td>仿真工程师</td>\n",
       "      <td>15-30k·14薪</td>\n",
       "      <td>...</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>云道智造</td>\n",
       "      <td>7945191</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>B轮</td>\n",
       "      <td>5bfea65074719d2aa34cf73103a.png</td>\n",
       "      <td>https://www.liepin.com/company/7945191/</td>\n",
       "      <td>计算机软件</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>{\"jobId\":\"42700709\",\"recruiterName\":\"吴先生\",\"imI...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...</td>\n",
       "      <td>[javascript, css, vue, jquery, html, ajax, java]</td>\n",
       "      <td>42700709</td>\n",
       "      <td>20211118101926</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>False</td>\n",
       "      <td>实习前端软件研发工程师</td>\n",
       "      <td>2-3k</td>\n",
       "      <td>...</td>\n",
       "      <td>总经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>北京兴华哲鹏科技有限公司</td>\n",
       "      <td>12910369</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/12910369/</td>\n",
       "      <td>培训服务</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>{\"jobId\":\"49391207\",\"recruiterName\":\"郑女士\",\"imI...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...</td>\n",
       "      <td>[医药行业]</td>\n",
       "      <td>49391207</td>\n",
       "      <td>20220511164612</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-丰台区</td>\n",
       "      <td>False</td>\n",
       "      <td>产品专员</td>\n",
       "      <td>7-10k</td>\n",
       "      <td>...</td>\n",
       "      <td>经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>丰生制药(深圳)有限公司</td>\n",
       "      <td>9600836</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/9600836/</td>\n",
       "      <td>制药</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>{\"jobId\":\"61958087\",\"recruiterName\":\"庄女士\",\"imI...</td>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...</td>\n",
       "      <td>[网页设计, 动效设计]</td>\n",
       "      <td>61958087</td>\n",
       "      <td>20230928111756</td>\n",
       "      <td>2</td>\n",
       "      <td>北京-朝阳区</td>\n",
       "      <td>False</td>\n",
       "      <td>UI</td>\n",
       "      <td>8-12k</td>\n",
       "      <td>...</td>\n",
       "      <td>用户体验设计专家</td>\n",
       "      <td>False</td>\n",
       "      <td>649ba70849df5c4acbc3802402u.png</td>\n",
       "      <td>物腾联创</td>\n",
       "      <td>1616589</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6257ccbdd6a15d1470cf371b05u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/1616589/</td>\n",
       "      <td>人力资源服务</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>400 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           dataParams  \\\n",
       "0   {\"jobId\":\"61639879\",\"userId\":\"5d592a5183ccc4ad...   \n",
       "1   {\"jobId\":\"61427111\",\"userId\":\"7275dba472dc8014...   \n",
       "2   {\"jobId\":\"50264081\",\"userId\":\"cb8bc69c2bf4ac9d...   \n",
       "3   {\"jobId\":\"56743621\",\"userId\":\"5266aedc9c9d5538...   \n",
       "4   {\"jobId\":\"55239349\",\"userId\":\"efd682ffb2d75c5f...   \n",
       "..                                                ...   \n",
       "35  {\"jobId\":\"21425481\",\"recruiterName\":\"乔女士\",\"imI...   \n",
       "36  {\"jobId\":\"52543035\",\"recruiterName\":\"王女士\",\"imI...   \n",
       "37  {\"jobId\":\"42700709\",\"recruiterName\":\"吴先生\",\"imI...   \n",
       "38  {\"jobId\":\"49391207\",\"recruiterName\":\"郑女士\",\"imI...   \n",
       "39  {\"jobId\":\"61958087\",\"recruiterName\":\"庄女士\",\"imI...   \n",
       "\n",
       "                                             dataInfo  \\\n",
       "0   %7B%22jobId%22%3A%2261639879%22%2C%22pageSize%...   \n",
       "1   %7B%22jobId%22%3A%2261427111%22%2C%22pageSize%...   \n",
       "2   %7B%22jobId%22%3A%2250264081%22%2C%22pageSize%...   \n",
       "3   %7B%22jobId%22%3A%2256743621%22%2C%22pageSize%...   \n",
       "4   %7B%22jobId%22%3A%2255239349%22%2C%22pageSize%...   \n",
       "..                                                ...   \n",
       "35  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...   \n",
       "36  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...   \n",
       "37  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...   \n",
       "38  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...   \n",
       "39  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22jobI...   \n",
       "\n",
       "                                          job.labels job.jobId  \\\n",
       "0                                       [工具产品, 产品规划]  61639879   \n",
       "1                                                 []  61427111   \n",
       "2                                           [web端产品]  50264081   \n",
       "3                                                 []  56743621   \n",
       "4                                                 []  55239349   \n",
       "..                                               ...       ...   \n",
       "35               [MVC, 框架开发, 框架设计, 前端开发, 架构设计, .NET]  21425481   \n",
       "36                                                []  52543035   \n",
       "37  [javascript, css, vue, jquery, html, ajax, java]  42700709   \n",
       "38                                            [医药行业]  49391207   \n",
       "39                                      [网页设计, 动效设计]  61958087   \n",
       "\n",
       "   job.refreshTime job.jobKind  job.dq  job.topJob  \\\n",
       "0   20231020144658           2  北京-通州区        True   \n",
       "1   20230906164826           2  北京-朝阳区       False   \n",
       "2   20221116171205           2  北京-朝阳区       False   \n",
       "3   20231025111639           2  北京-朝阳区       False   \n",
       "4   20230206103453           2  北京-朝阳区       False   \n",
       "..             ...         ...     ...         ...   \n",
       "35  20191106172903           2  北京-朝阳区       False   \n",
       "36  20220913162439           2      北京       False   \n",
       "37  20211118101926           2  北京-朝阳区       False   \n",
       "38  20220511164612           2  北京-丰台区       False   \n",
       "39  20230928111756           2  北京-朝阳区       False   \n",
       "\n",
       "                                            job.title  job.salary  ...  \\\n",
       "0                                                产品助理      10-15k  ...   \n",
       "1                                           产品经理（API）      25-35k  ...   \n",
       "2                                     Product Manager  25-50k·13薪  ...   \n",
       "3                                 Sr. Product Manager      28-45k  ...   \n",
       "4   Virtual Assistant Product Concept – Avatar 语音系...        薪资面议  ...   \n",
       "..                                                ...         ...  ...   \n",
       "35                                              软件工程师       8-12k  ...   \n",
       "36                                              仿真工程师  15-30k·14薪  ...   \n",
       "37                                        实习前端软件研发工程师        2-3k  ...   \n",
       "38                                               产品专员       7-10k  ...   \n",
       "39                                                 UI       8-12k  ...   \n",
       "\n",
       "       recruiter.recruiterTitle recruiter.chatted  \\\n",
       "0                        人力资源总监             False   \n",
       "1                                           False   \n",
       "2                        人力资源专员             False   \n",
       "3                     HR中级专员/主管             False   \n",
       "4   HR Recruiting and Marketing             False   \n",
       "..                          ...               ...   \n",
       "35                           HR             False   \n",
       "36                         招聘专员             False   \n",
       "37                          总经理             False   \n",
       "38                           经理             False   \n",
       "39                     用户体验设计专家             False   \n",
       "\n",
       "           recruiter.recruiterPhoto     comp.compName comp.compId  \\\n",
       "0   610bd36d0e53225d69e1ed1b03u.png  京微齐力(北京)科技股份有限公司    12812029   \n",
       "1   61d7f0a3c3f5b4644a4e41a705u.png        达科信息科技(北京)     3456765   \n",
       "2   5f8f98648dbe6273dcf8515508u.jpg      北京通证思维科技有限公司    13233893   \n",
       "3   5f8f986779c7cc70efbf36c008u.jpg            拜耳医药保健     8641560   \n",
       "4   5f8f98648dbe6273dcf8515508u.jpg           梅赛德斯-奔驰     8494044   \n",
       "..                              ...               ...         ...   \n",
       "35  5f8f9863f6d1ab58476f246a08u.jpg    北京瑞得星辰科技发展有限公司    10113971   \n",
       "36  5f8f9863f6d1ab58476f246a08u.jpg              云道智造     7945191   \n",
       "37  5f8f986bdfb13a7dee342f2108u.jpg      北京兴华哲鹏科技有限公司    12910369   \n",
       "38  5f8f9865ea60860b75384fa508u.jpg      丰生制药(深圳)有限公司     9600836   \n",
       "39  649ba70849df5c4acbc3802402u.png              物腾联创     1616589   \n",
       "\n",
       "    comp.compScale comp.compStage                    comp.compLogo  \\\n",
       "0           50-99人             C轮  610cd2ef90cd3a5facf5f34607u.png   \n",
       "1         100-499人            NaN  5da18bc80c1585184592366803u.jpg   \n",
       "2            1-49人            天使轮  61a160cf1bd4fb704eb2167304u.jpg   \n",
       "3         10000人以上            NaN  5967220270327b30a4d2648206a.jpg   \n",
       "4         10000人以上            NaN  643fbaa143179d0688cc8dc104u.png   \n",
       "..             ...            ...                              ...   \n",
       "35           1-49人            NaN  61b07937d0458d53c627567e02u.jpg   \n",
       "36        100-499人             B轮  5bfea65074719d2aa34cf73103a.png   \n",
       "37           1-49人          融资未公开  61b07937d0458d53c627567e02u.jpg   \n",
       "38          50-99人          融资未公开  61b07937d0458d53c627567e02u.jpg   \n",
       "39      1000-2000人            NaN  6257ccbdd6a15d1470cf371b05u.jpg   \n",
       "\n",
       "                                   comp.link comp.compIndustry  \n",
       "0   https://www.liepin.com/company/12812029/       电子/半导体/集成电路  \n",
       "1    https://www.liepin.com/company/3456765/              IT服务  \n",
       "2   https://www.liepin.com/company/13233893/               区块链  \n",
       "3    https://www.liepin.com/company/8641560/                制药  \n",
       "4    https://www.liepin.com/company/8494044/              整车制造  \n",
       "..                                       ...               ...  \n",
       "35  https://www.liepin.com/company/10113971/             计算机软件  \n",
       "36   https://www.liepin.com/company/7945191/             计算机软件  \n",
       "37  https://www.liepin.com/company/12910369/              培训服务  \n",
       "38   https://www.liepin.com/company/9600836/                制药  \n",
       "39   https://www.liepin.com/company/1616589/            人力资源服务  \n",
       "\n",
       "[400 rows x 31 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import crawl_liepin\n",
    "\n",
    "crawl_liepin.crawl(城市=\"北京\",关键词=\"产品经理\",工作经验='应届生')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b93af6a5",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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